{"id":"https://openalex.org/W2111872033","doi":"https://doi.org/10.2514/6.2012-2451","title":"Comparing the Robustness of Market-Based Task Assignment to Genetic Algorithm","display_name":"Comparing the Robustness of Market-Based Task Assignment to Genetic Algorithm","publication_year":2012,"publication_date":"2012-06-19","ids":{"openalex":"https://openalex.org/W2111872033","doi":"https://doi.org/10.2514/6.2012-2451","mag":"2111872033"},"language":"en","primary_location":{"id":"doi:10.2514/6.2012-2451","is_oa":false,"landing_page_url":"https://doi.org/10.2514/6.2012-2451","pdf_url":null,"source":{"id":"https://openalex.org/S4306513317","display_name":"Infotech@Aerospace 2012","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Infotech@Aerospace 2012","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065118152","display_name":"Elad H. Kivelevitch","orcid":null},"institutions":[{"id":"https://openalex.org/I63135867","display_name":"University of Cincinnati","ror":"https://ror.org/01e3m7079","country_code":"US","type":"education","lineage":["https://openalex.org/I63135867"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Elad Kivelevitch","raw_affiliation_strings":["University of Cincinnati"],"affiliations":[{"raw_affiliation_string":"University of Cincinnati","institution_ids":["https://openalex.org/I63135867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034113408","display_name":"Kelly Cohen","orcid":"https://orcid.org/0000-0002-8655-1465"},"institutions":[{"id":"https://openalex.org/I63135867","display_name":"University of Cincinnati","ror":"https://ror.org/01e3m7079","country_code":"US","type":"education","lineage":["https://openalex.org/I63135867"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kelly Cohen","raw_affiliation_strings":["University of Cincinnati"],"affiliations":[{"raw_affiliation_string":"University of Cincinnati","institution_ids":["https://openalex.org/I63135867"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101830682","display_name":"Manish Kumar","orcid":"https://orcid.org/0000-0002-5373-0918"},"institutions":[{"id":"https://openalex.org/I63135867","display_name":"University of Cincinnati","ror":"https://ror.org/01e3m7079","country_code":"US","type":"education","lineage":["https://openalex.org/I63135867"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Manish Kumar","raw_affiliation_strings":["University of Cincinnati"],"affiliations":[{"raw_affiliation_string":"University of Cincinnati","institution_ids":["https://openalex.org/I63135867"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5065118152"],"corresponding_institution_ids":["https://openalex.org/I63135867"],"apc_list":null,"apc_paid":null,"fwci":1.0638,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.7967946,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12288","display_name":"Optimization and Search Problems","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12288","display_name":"Optimization and Search Problems","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12203","display_name":"Mobile Agent-Based Network Management","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7795042991638184},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6645228862762451},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6392103433609009},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5953561067581177},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5117709040641785},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4784446060657501},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4396040439605713},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.418828547000885},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2876102924346924},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.22875291109085083},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1578252911567688},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09507527947425842}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7795042991638184},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6645228862762451},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6392103433609009},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5953561067581177},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5117709040641785},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4784446060657501},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4396040439605713},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.418828547000885},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2876102924346924},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22875291109085083},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1578252911567688},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09507527947425842},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2514/6.2012-2451","is_oa":false,"landing_page_url":"https://doi.org/10.2514/6.2012-2451","pdf_url":null,"source":{"id":"https://openalex.org/S4306513317","display_name":"Infotech@Aerospace 2012","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Infotech@Aerospace 2012","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W168271561","https://openalex.org/W1969186119","https://openalex.org/W1971483538","https://openalex.org/W1974427788","https://openalex.org/W1991149726","https://openalex.org/W1992868085","https://openalex.org/W1993746545","https://openalex.org/W2012597414","https://openalex.org/W2042986967","https://openalex.org/W2058937865","https://openalex.org/W2081474691","https://openalex.org/W2107941094","https://openalex.org/W2123241324","https://openalex.org/W2131451844","https://openalex.org/W2312757399","https://openalex.org/W2332274761","https://openalex.org/W2399100674","https://openalex.org/W2606896788","https://openalex.org/W4251567785"],"related_works":["https://openalex.org/W2770593030","https://openalex.org/W3154990682","https://openalex.org/W4281727072","https://openalex.org/W2560201613","https://openalex.org/W2171975302","https://openalex.org/W2022352247","https://openalex.org/W1532073221","https://openalex.org/W2378757965","https://openalex.org/W2377538627","https://openalex.org/W2107220315"],"abstract_inverted_index":{"In":[0,66],"previous":[1],"works":[2],"we":[3,43,69,113],"developed":[4],"a":[5,86,120],"market-based":[6,49,73,117],"solution":[7,21,74,118],"to":[8,15,31,38],"the":[9,48,55,72,82,98,116],"problem":[10],"of":[11],"assigning":[12],"mobile":[13],"agents":[14],"tasks.":[16],"We":[17],"showed":[18],"that":[19,47,71,115],"this":[20,67],"is":[22,75,92,119],"near-optimal,":[23],"quick,":[24],"and":[25,57,78,105],"can":[26,50],"naturally":[27,51],"incorporate":[28],"fuzzy":[29],"logic":[30],"deal":[32],"with":[33],"uncertainty":[34],"in":[35,54,81],"task":[36,122],"locations":[37],"reduce":[39],"sensitivity.":[40],"So":[41],"far":[42],"have":[44],"only":[45],"hypothesized":[46],"handle":[52],"changes":[53,80,99],"scenario":[56,83],"do":[58],"it":[59],"more":[60,107],"eciently":[61],"than":[62,85],"other":[63],"near-optimal":[64],"algorithms.":[65],"work":[68],"show":[70,114],"very":[76],"robust,":[77],"handles":[79],"better":[84],"commonly":[87],"used":[88],"genetic":[89],"algorithm.":[90,124],"This":[91],"true":[93],"both":[94],"for":[95],"cases":[96],"when":[97],"occur":[100],"at":[101,109],"relatively":[102],"low":[103],"rates":[104],"even":[106],"so":[108],"higher":[110],"rates.":[111],"Thus,":[112],"robust":[121],"assignment":[123]},"counts_by_year":[{"year":2021,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
